[sharktank] Evaluation - Add Perplexity test for vmfb #38
Workflow file for this run
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| name: Evaluation Tests | |
| on: | |
| pull_request: | |
| workflow_dispatch: | |
| schedule: | |
| # Weekdays nightly at 07:00 UTC = 23:00 PST / 00:00 PDT. | |
| - cron: "0 7 * * 1-5" | |
| concurrency: | |
| # A PR number if a pull request and otherwise the commit hash. This cancels | |
| # queued and in-progress runs for the same PR (presubmit) or commit | |
| # (postsubmit). The workflow name is prepended to avoid conflicts between | |
| # different workflows. | |
| group: ${{ github.workflow }}-${{ github.event.number || github.sha }} | |
| cancel-in-progress: true | |
| jobs: | |
| test_perplexity_vmfb: | |
| timeout-minutes: 1000 | |
| name: "Evaluation Tests - perplexity_vmfb" | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| runs-on: [llama-mi300x-3] | |
| fail-fast: false | |
| runs-on: ${{matrix.runs-on}} | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache" | |
| SHARK_PLATFORM_REPO_ROOT: ${{ github.workspace }} | |
| steps: | |
| - name: "Setting up Python" | |
| id: setup_python | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: "Checkout Code" | |
| uses: actions/checkout@v3 | |
| - name: Cache Pip Packages | |
| uses: actions/cache@v4 | |
| id: cache-pip | |
| with: | |
| path: ${{ env.PIP_CACHE_DIR }} | |
| key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements*.txt','sharktank/requirements*.txt') }} | |
| - name: Install sharktank deps | |
| run: | | |
| python -m pip install --no-compile --upgrade pip | |
| # Note: We install in three steps in order to satisfy requirements | |
| # from non default locations first. Installing the PyTorch CPU | |
| # wheels saves multiple minutes and a lot of bandwidth on runner setup. | |
| pip install --no-compile -r pytorch-cpu-requirements.txt | |
| pip install --no-compile -f https://iree.dev/pip-release-links.html --src deps \ | |
| -e "git+https://github.com/iree-org/iree-turbine.git#egg=iree-turbine" | |
| pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
| # Try with the latest nightly releases, not what iree-turbine pins. | |
| # We could also pin to a known working or stable version. | |
| # This should eventually stabilize. Do the best we can for now. | |
| pip install -f https://iree.dev/pip-release-links.html --upgrade \ | |
| iree-compiler \ | |
| iree-runtime \ | |
| "numpy<2.0" | |
| - name: Run perplexity test with vmfb | |
| run: pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_vmfb_test.py --longrun --iree-device='hip://7' --iree-hip-target='gfx942' --llama3-8b-f16-model-path=/data/llama-3.1/8b/llama8b_f16.irpa --llama3-8b-tokenizer-path=/data/llama-3.1/8b/tokenizer_config.json | |
| test_perplexity_torch: | |
| timeout-minutes: 1000 | |
| name: "Evaluation Tests - perplexity_torch" | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| runs-on: [llama-mi300x-3] | |
| fail-fast: false | |
| runs-on: ${{matrix.runs-on}} | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache" | |
| SHARK_PLATFORM_REPO_ROOT: ${{ github.workspace }} | |
| steps: | |
| - name: "Setting up Python" | |
| id: setup_python | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - name: "Checkout Code" | |
| uses: actions/checkout@v3 | |
| - name: Cache Pip Packages | |
| uses: actions/cache@v4 | |
| id: cache-pip | |
| with: | |
| path: ${{ env.PIP_CACHE_DIR }} | |
| key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements.txt') }} | |
| - name: Install sharktank deps | |
| run: | | |
| python -m pip install --no-compile --upgrade pip | |
| # Note: We install in three steps in order to satisfy requirements | |
| # from non default locations first. Installing the PyTorch CPU | |
| # wheels saves multiple minutes and a lot of bandwidth on runner setup. | |
| pip install --no-compile -r pytorch-cpu-requirements.txt | |
| pip install --no-compile -f https://iree.dev/pip-release-links.html --src deps \ | |
| -e "git+https://github.com/iree-org/iree-turbine.git#egg=iree-turbine" | |
| pip install --no-compile -r requirements.txt -r sharktank/requirements-tests.txt -e sharktank/ | |
| - name: Run perplexity test in eager mode | |
| run: pytest -n 8 -v -s sharktank/tests/evaluate/perplexity_vmfb_test.py --longrun --llama3-8b-f16-model-path=/data/llama-3.1/8b/llama8b_f16.irpa --llama3-8b-tokenizer-path=/data/llama-3.1/8b/tokenizer_config.json |